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NVIDIA Creates AI Computing Platform to Bring Real-Time Sensing to Medical Instruments, Devices

Clara Holoscan lets developers build applications that process multimodality sensor data, run physics-based models, accelerate AI inference and render high-quality graphics in real time.
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NVIDIA Clara Holoscan platform

Innovation in medical device technology combined with AI is giving healthcare professionals better decision-making tools to deliver care in robot-assisted surgery, interventional radiology, radiation therapy planning and more.

To enable this for clinical applications, AI-supported medical devices must have an accelerated pipeline to process, predict and visualize data in real time.

NVIDIA Clara Holoscan, a new AI computing platform for the healthcare industry, powered by NVIDIA AGX Orin, provides the computational infrastructure needed for scalable, software-defined, end-to-end processing of streaming data from medical devices.

Built as an end-to-end platform for seamlessly bridging medical devices with edge servers, it allows developers to create AI microservices that run low-latency streaming applications on devices while passing more complex tasks to data center resources.

From Pipe Dream to Real-Time Pipeline

Virtually every intelligent medical device has a similar processing pipeline that starts at the sensor, goes to the data domain and then is visualized for human decision-making. Depending on the device at hand — a CT scanner, an endoscope or an ICU in-room camera — there’s a different level of computation required at each stage of the workflow.

NVIDIA Clara Holoscan accelerates each of these phases:

  1. High-speed I/O: NVIDIA GPUDirect RDMA through NVIDIA ConnectX SmartNICs or third-party PCI Express cards allows for streaming data directly to the GPU memory for ultra-low-latency downstream processing.
  2. Physics processing: Once the data has been transmitted to the GPU, CUDA-X and NVIDIA Triton Inference Server accelerate physics-based calculations or AI processing to transform the sensor data into the image domain — for example, through image reconstruction in X-ray and CT, or beamforming in ultrasound.
  3. Image processing: Image data is fed into AI models using NVIDIA Triton to detect, classify, segment or track objects.
  4. Data processing: By combining image data streaming from the sensor with other previously acquired images using the NVIDIA cuCIM library, developers can perform registration or enhance the data with supplemental information like electronic health records.
  5. Rendering: The device data and resulting predictions can be visualized in 3D, in real time with Clara Render Server — or as an interactive cinematic render in NVIDIA Omniverse or in augmented reality with CloudXR — for example, to give clinicians a better picture of an organ or tumor being segmented.

Clara Holoscan is a scalable architecture, extending from medical devices to NVIDIA-Certified edge servers, to NVIDIA DGX systems in the data center or the cloud. The platform allows developers to add as much or as little compute and input/output capability in their medical device as needed, balanced against the demands of latency, cost, space, power and bandwidth.

Accelerating the Medical Device Ecosystem

Many medical device companies are innovating with AI and robotics and using NVIDIA accelerated computing platforms to develop applications for robotic surgery, mobile CT scans, bronchoscopy and more.

medical device companies innovating with real-time AI

NVIDIA Clara Holoscan was developed to better support applications like these by helping device makers scale up from device to data center — and scale out by accessing the breadth of NVIDIA AI solutions.

To accelerate the development of real-time medical devices with a range of sensor inputs, the Clara Holoscan platform supports I/O cards from members of the NVIDIA Inception accelerator program for AI and data science startups including:

  • AJA Video Systems – video capture cards for endoscopy and surgical visualization applications
  • KAYA Instruments – video capture cards commonly used in microscopy and scientific imaging instruments.
  • us4us – research front-end devices enabling development of software-defined ultrasound solutions

Verasonics, a leader in ultrasound research front-end hardware, will enable support for Clara Holoscan to stream data directly to NVIDIA GPUs for processing using high-speed networking technologies.

Clara Holoscan SDK: Develop Once, Deploy Anywhere

With Clara Holoscan, developers can customize their applications to run as a series of modular microservices on the device as well as the server. Because it’s software-defined, medical device companies can continue to upgrade and improve their solutions over time.

The Clara Holoscan SDK supports this work with acceleration libraries, AI models and reference applications in ultrasound, digital pathology, endoscopy and more to help developers take advantage of embedded and scalable hybrid-cloud compute. With an end-to-end platform for deployment, it’s easier for companies to upgrade their install base, bringing new research breakthroughs to the day-to-day practice of medicine.

To get started, visit the NVIDIA Clara Holoscan site. Learn more about AI in healthcare at NVIDIA GTC, running online through Nov. 11.

Watch NVIDIA founder and CEO Jensen Huang’s GTC keynote address below. Tune in to a healthcare special address by Kimberly Powell, NVIDIA’s VP of healthcare. Subscribe to NVIDIA healthcare news.

Germany Wants to Lead the World in Industrial AI: How NVIDIA Will Help

German Chancellor Friedrich Merz and NVIDIA founder and CEO Jensen Huang discussed how to merge traditional German engineering with state-of-the-art AI.
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In the cavernous hall of Kraftwerk, a former power station in Berlin, German Chancellor Friedrich Merz and NVIDIA founder and CEO Jensen Huang sat down to discuss Germany’s AI roadmap, and in particular, the industrial applications of AI.

Huang opened by tracing NVIDIA’s longstanding relationship with German industry, beginning with gaming systems, workstations and automotive design in the early 2000s and leading to today’s partnerships in autonomous vehicle development and digital twins for manufacturing.

The conversation focused on how Germany can make the most of the AI revolution by playing to its strengths in manufacturing and automotive — and by encouraging AI adoption across the country’s ecosystem of small and medium-sized companies.

 

Earlier in the day, as part of the Invest in Germany Summit, Chancellor Merz, the Federal Ministry for Economic Affairs and Energy and the Federal Ministry for Research, Technology and Space signed a Joint Declaration of Intent with NVIDIA.

The German federal government’s aim is to merge traditional German engineering and manufacturing expertise with cutting-edge research and AI technology. The declaration sets out an agreement to work on a joint initiative with NVIDIA to advance cutting edge AI models for physical AI.

Formalizing and expanding NVIDIA’s collaboration with Germany’s federal government and its “Industry 4.0 Platform,” which is comprised of representatives from politics, industry, research and trade associations, helps achieve the government’s stated goal to “systematically bring industrial AI into widespread use and to establish a state-of-the-art industrial AI ecosystem in Europe.”

Germany’s Ambition to Integrate AI With Industry

Merz and Huang dug into industrial AI and how NVIDIA can help Germany lead the way. The German Chancellor first laid out his government’s ambition.

“We are fully committed to be one of the most advanced places in the world, not just in the European Union, but in the world to work with AI, to integrate AI into our industry,” Merz said. “I’m really optimistic that we will be one of the leading, if not the leading, country in the world in terms of the spread of AI for all the companies — our manufacturers, machinery, automotive industry and suppliers of the automotive industry. I think this is a great opportunity.”

Merz called out the leaders of the small and medium businesses — the Mittelstand — in the audience. 

“The biggest advantage we have in Germany is our so-called Mittelstand,” Merz said. “Please open your doors for AI to make use of your data. This is a real secret and a real advantage for Germany to make use of all the data which is already available in our companies.”

Huang agreed, and praised Germany’s world-class expertise in manufacturing companies both large and small, as well as its math and science excellence. That national expertise and knowledge is what sets the German economy apart, he said, and AI will only amplify it.

“That knowledge belongs to you,” Huang said. “It cannot be replaced. AI can only augment your capability, it will not replace your capability. Take advantage of the technology. It’s a new instrument.”

Germany’s expertise with physical technologies is a differentiator, Huang and Merz agreed, and a powerful accelerator for the German economy when AI is included.

“If we are successful in bringing these two aspects and parts of the business of the future together,” Merz said. “I’m really very optimistic that Germany can be one of the most successful economies in the world.”

Huang described AI’s impact across virtually every industry as a new industrial revolution. 

“This industrial revolution is so mighty, so powerful,” Huang said. “In the Chancellor’s words, you are re-engineering Germany. This is your chance to do it well.”

Merz envisioned a regular reunion with Huang to assess the progress Germany is making with AI.

“I would like to see him regularly, let’s say at least once a year, and discuss the progress we made,” Merz said, “And see a guy sitting in my office being extremely happy about Germany as a place to invest.” 

NVIDIA’s Investments in Germany

Huang also announced new investments in four German startups, part of a nearly $10 billion commitment by NVIDIA to support companies, universities, research institutions and more across Europe. 

NVIDIA has been investing across Germany’s startup ecosystem, supporting leading technology companies including n8n, Neura Robotics and Black Forest Labs. 

Today, Huang announced new planned investments in Agile Robots, Avelios Medical, Mirelo and Reflex Aerospace. 

Agile Robots, a Munich-based robotics company, builds AI-powered robots, from robotic arms to its Agile ONE humanoid, for manufacturing, logistics and healthcare.

Avelios Medical, a Munich-based healthcare technology startup, develops an AI-native hospital information system that serves as the core system of record for clinical and administrative workflows, integrating AI directly into hospital operations to free up doctors and nurses to deliver better patient care.

Mirelo, a German startup, develops AI models that generate sound effects, speech and music for video, helping creators and production teams produce high-quality audio that perfectly matches their visuals on screen.

Reflex Aerospace, a Berlin-based space scaleup, designs and builds high-performance satellites ready for launch in about 12 months instead of years. 

Siemens and NVIDIA Advance Autonomous Manufacturing; Record-Breaking Quantum Simulation

Earlier in the day, Siemens announced it’s partnering with NVIDIA to advance AI-driven, autonomous factories. Siemens showcased new AI solutions at its Erlangen factory, advancing its role as a global blueprint for autonomous manufacturing. Fully virtual production ramp-up reduces engineering effort by up to 85%, while agent-based production planning enables more adaptive manufacturing and cost savings of up to 20%.

NVIDIA researchers used JUPITER, Europe’s largest supercomputer at the Jülich Supercomputing Centre, to run a record-breaking simulation of a fault-tolerant quantum computer. The 104-qubit simulation is the largest and most detailed of its kind to date.

 

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RTX Spark Ignites Global Celebration as New Windows PCs Arrive

NVIDIA celebrates the arrival of RTX Spark with retail launch events around the world, bringing gamers, creators and AI enthusiasts together for hands-on experiences.
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NVIDIA RTX Spark laptops are now available, bringing NVIDIA Blackwell RTX graphics, up to 128GB of unified memory and the full NVIDIA AI platform to slim, premium Windows PCs. 

Starting at $2,399, laptops from ASUS, Dell, HP, Lenovo, Microsoft and MSI bring powerful local AI, content creation and gaming capabilities to a portable device, with additional systems on the way.

NVIDIA celebrated the launch with events around the world, including one in Berlin, where NVIDIA founder and CEO Jensen Huang made a surprise appearance.

 

A New Generation of Windows PCs Has Arrived

RTX Spark brings decades of NVIDIA accelerated computing innovation into a single superchip, combining an NVIDIA Blackwell RTX GPU and NVIDIA Grace CPU with up to 1 petaflop of AI compute and up to 128GB of unified memory. Read more in the press release.

RTX Spark Launch Celebrations Light Up Berlin

The arrival of RTX Spark brought fans, creators and PC enthusiasts together in Berlin during the Festival of Lights, an annual autumn art festival that transforms the German capital’s most famous landmarks, streets and squares into glowing canvases. This year, the festival featured RTX Spark-themed lighting on the Berlin TV Tower.

Berlin sparked something special, indeed.

Fans gathered hours ahead in anticipation for the launch celebration at XPERION, the gaming venue inside Saturn at Alexanderplatz, where attendees got hands-on with RTX Spark laptops from leading PC makers, exploring the latest gaming experiences, content-creation workflows and local AI capabilities.

Even this Geralt cosplayer waited to get his hands on RTX Spark.

The celebration included a special appearance by Huang, who greeted an enthusiastic crowd, passed out popcorn and posed for selfies. He also gave out five personally signed RTX Spark laptops. 

You get a signed RTX Spark. You get a signed RTX Spark.

Berlin held one of six RTX Spark retail launch celebrations worldwide.

 

From San Francisco to Seoul: How the World Welcomed RTX Spark

A massive crowd gathered at the JD MALL Shuangjing Store in Beijing to celebrate the highly anticipated launch, enjoying a night of innovation and community connection.

Crowds gathered to demo RTX Spark at the Beijing RTX Spark launch party.

Attendees at Vatan Bilgisayar Topkapı in Istanbul experienced a lively event filled with interactive demonstrations and specialized programming led by local creators.

Attendees witnessed local celebrities speak at the RTX Spark launch party in Istanbul.

Seoul’s COEX East Lobby transformed into a bustling hub of creativity, hosting an eager crowd for engaging hands-on demos and captivating evening sessions dedicated to gaming and AI.

Hands-on demos at the RTX Spark launch party in Seoul.

Tech enthusiasts in San Francisco visited the local Best Buy store for an unforgettable morning of hands-on RTX Spark demos, fireside chats with local founders and a special appearance by tech influencer iJustine.

Lines were long but lively at the San Francisco RTX Spark launch party.

The energy at Muse Garden in Taipei was electric as the local AI community came together for a vibrant evening of music, engaging discussions and incredible product showcases.

Incredible atmosphere at the Taipei RTX Spark launch party.

Developers and AI enthusiasts can explore NVIDIA-tested recipes, playbooks and resources for running local AI on RTX Spark.

Follow NVIDIA RTX Spark on X, Instagram, TikTok and Facebook — and stay informed by subscribing to the NVIDIA Local AI newsletter. Follow NVIDIA Workstation on LinkedIn and X. 

See notice regarding software product information.

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Be There for the Beginning: Celebrate the Launch of NVIDIA RTX Spark

Explore a new era of local AI, join launch celebrations around the world and #ShareYourSpark.
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A new beginning for Windows PCs starts tomorrow with the launch of NVIDIA RTX Spark — one PC built for creators, gamers and AI agents. All are invited to celebrate with NVIDIA and partners at launch events around the world.

Share Your Spark

Every PC has a story. What was your first Windows PC, and what did it spark a love for? Join the celebration online by sharing responses with #ShareYourSpark for a chance to win an ASUS ProArt P14 RTX Spark laptop signed by NVIDIA founder and CEO Jensen Huang. See the campaign and official rules.

See What Reviewers Are Saying

From local AI workflows to creative apps and gaming, see what reviewers are saying about RTX Spark — then experience it at a launch celebration.

“The fact that NVIDIA, Microsoft and their partners have delivered such a capable, compatible and polished platform even in its first at-bat should put the rest of the PC industry on notice.” — Tom’s Hardware

“I tested NVIDIA’s RTX Spark for gaming and local AI – the performance absolutely stunned me.” — TrustedReviews, UK

“I’m very happy to report that performance is actually looking really good when it comes to AI, gaming and creative workflows.” — Microcenter

“[RTX Spark] is a different species of computer that has arrived early. It is a statement of intent from NVIDIA about where computing is going — trading raw benchmarking crowns for the ability to carry a self-rewriting, fully autonomous, CUDA-accelerated digital brain in your backpack.” —  Tom’s Guide

“One of the most impressive parts of the launch is how many apps NVIDIA has worked with to ensure optimisation with the Spark technology.” — Creative Bloq

Independent testing from Artificial Analysis offers an early look at the powerful local AI performance RTX Spark brings to a laptop.

Join the Launch Celebrations

On Friday, Oct. 16, get hands on with RTX Spark at launch events around the world. Explore demos for creating, developing and gaming, connect with fellow enthusiasts and discover what local AI can do.

Times below are local. Follow each event’s entry instructions. Space is limited.

  • San Francisco — Best Buy, 1717 Harrison Street, 10 a.m.-12 p.m. Try hands-on demos, meet iJustine and hear fireside conversations with local tech founders. Free, first-come, first-served entry; no ticket required. Event details.
  • Berlin — Xperion at Saturn, Alexanderplatz 3, 7-10:30 p.m. Explore hands-on demos and stage programming with creators and developers. Registration required. RSVP.
  • Taipei — Muse Garden, No. 88 Yanchang Road. Join an evening of demos, music and AI community discussions, with shopping and networking continuing until 10:15 p.m. Registration required.
  • Beijing — JD MALL Beijing Shuangjing Store, No. 31 Guangqu Road. Check in begins at 7 p.m. Launch celebration starts at 8 p.m., followed by hands-on demos. Event concludes at 9:30 p.m. Register through WeChat. 
  • Istanbul — Vatan Bilgisayar Topkapı, Mevlana Caddesi No. 138. Explore hands-on demos and local creator programming. Walk-in entry; no advance registration required.
  • Seoul — COEX East Lobby, 513 Yeongdong-daero. Hands-on demos begin at 7 p.m., with gaming and AI creator programming from 8 p.m. Event concludes at 9:30 p.m. No advance registration required.
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  • AI